Weekly Objectives
- Binary variables and Bernoulli distribution
- Model the probability of a binary variable
- The logistic link
- Logistic regression
- Interpreting parameters in a logistic regression
- Testing the significance of a variable
- Performing logistic regression in R
- Measuring the model accuracy
- The ROC curve and area under the curve (AUC)
- Dealing with categorical predictors
Lecture Note
R Examples